元音清单中群落结构的出现:基于复杂网络的分析

Animesh Mukherjee, M. Choudhury, A. Basu, Niloy Ganguly
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引用次数: 5

摘要

在这项工作中,我们试图捕捉跨元音系统共现的模式,同时找出导致这种模式出现的力的性质。为此,我们定义了一个加权网络,其中元音是节点,两个节点之间的边(读元音)表示它们在元音清单上共现的可能性。通过这个网络,我们识别出元音群落,这些群落本质上反映了它们在不同语言中共现的模式。我们观察到,在分类元音群落中,组成节点(读元音)的特征在很大程度上是不相关的,这表明它们是基于最大感知对比原则形成的。然而,在其他社区中,组成元音之间的强相关性反映在它们的特征上,这表明是特征经济原则将它们联系在一起。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Emergence of Community Structures in Vowel Inventories: An Analysis Based on Complex Networks
In this work, we attempt to capture patterns of co-occurrence across vowel systems and at the same time figure out the nature of the force leading to the emergence of such patterns. For this purpose we define a weighted network where the vowels are the nodes and an edge between two nodes (read vowels) signify their co-occurrence likelihood over the vowel inventories. Through this network we identify communities of vowels, which essentially reflect their patterns of co-occurrence across languages. We observe that in the assortative vowel communities the constituent nodes (read vowels) are largely uncorrelated in terms of their features indicating that they are formed based on the principle of maximal perceptual contrast. However, in the rest of the communities, strong correlations are reflected among the constituent vowels with respect to their features indicating that it is the principle of feature economy that binds them together.
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